Robust combining methods in committee neural networks

QR Code

Robust combining methods in committee neural networks

Combining a set of suitable experts can improve the generalization performance of the group when compared to single experts alone. The classical problem in this area is to answer the question about how to combine the ensemble members or the individuals. Different methods for combining the outputs of...

Full description

Bibliographic Details
Main Authors:	Kenari, Seyed Ali Jafari, Mashohor, Syamsiah
Format:	Conference or Workshop Item
Language:	English
Published:	IEEE 2011
Online Access:	http://psasir.upm.edu.my/id/eprint/45558/ http://psasir.upm.edu.my/id/eprint/45558/1/Robust%20combining%20methods%20in%20committee%20neural%20networks.pdf

Similar Items

Robust committee machine for water saturation prediction.
by: Mashohor, Syamsiah, et al.
Published: (2013)

Pruned committee neural network based on accuracy and diversity trade-off for permeability prediction
by: Kenari, Seyed Ali Jafari, et al.
Published: (2014)

Committee neural networks with fuzzy genetic algorithm.
by: Jafari , S.A., et al.
Published: (2011)

An optimized ensemble for predicting reservoir rock properties in petroleum industry
by: Kenari, Seyed Ali Jafari
Published: (2013)

Artificial neural network for modelling rainfall-runoff
by: Tayebiyan, Aida, et al.
Published: (2016)

Designing the network topology of feedforward neural network for scene illumination classification
by: Hesamian, Mohammad Hesam, et al.
Published: (2017)

Scene illumination classification using illumination histogram analysis and neural network
by: Hesamian, Mohammad Hesam, et al.
Published: (2013)

Incremental learning of deep neural network for robust vehicle classification
by: Ahmad Mimi Nathiratul Athriyah,, et al.
Published: (2022)

Robust neural network predictors using radial basis functions
by: Siti Hajar Salleh,
Published: (1998)

Deploying clustered wireless sensor network by multi-robot system
by: Arezoumand, Reza, et al.
Published: (2014)

Predicting the motion of a robot manipulator with unknown trajectories based on artificial neural network
by: Tang, Sai Hong, et al.
Published: (2014)

A robust firefly algorithm with backpropagation neural networks for solving hydrogeneration prediction
by: Hammid, Ali Thaeer, et al.
Published: (2018)

Integration of Adaptive Neuro-Fuzzy Inference System, Neural Networks and Geostatistical Methods for Fracture Density Modeling
by: Kadkhodaie, Ali, et al.
Published: (2013)

Improving robustness of artificial neural networks model using genetic algorithm
by: Ahmad, Arshad, et al.
Published: (2003)

On the use of convolutional neural networks for robust classification of multiple fingerprint captures
by: Peralta, Daniel, et al.
Published: (2017)

Combined Wavelet-Neural Network Model for Intermittent Stream Flow Prediction
by: Badrzadeh, Honey, et al.
Published: (2012)

Networking with a network: the Liverpool African Committee 1750-1810
by: Haggerty, John, et al.
Published: (2017)

Accurate localization method combining optimized hybrid neural networks for geomagnetic localization with multi-feature dead reckoning
by: Yan, Suqing, et al.
Published: (2025)

A new hybrid method based on kalman filter and adaptive neural network for the robustness improvement of fault detection and identification process
by: Pebrianti, Dwi
Published: (2014)

Development of committee machine models for multiple response optimization problems
by: Golestaneh, Seyed Jafar
Published: (2014)

Generating power-optimal standard cell library specification using neural network technique
by: Lim, Sze Huang, et al.
Published: (2017)

A new method for MR grayscale inhomogeneity correction
by: Balafar, Mohammad Ali, et al.
Published: (2010)

Spotting events in football videos with a combination of two-stream convolutional neural network and dilated recurrent neural network / Behzad Mahaseni
by: Behzad , Mahaseni
Published: (2021)

Towards the Designing of a Robust Intrusion Detection System through an Optimized Advancement of Neural Networks
by: Ahmad, Iftikhar, et al.
Published: (2010)

Optimization Methods In Training Neural Networks
by: Sathasivam, Saratha
Published: (2003)

Advanced wind speed prediction model based on combination of weibull distribution and artificial neural network
by: Kadhem, Athraa Ali, et al.
Published: (2017)

Web page classification method using neural networks
by: Selamat, Ali, et al.
Published: (2003)

Development of a robust hybrid estimator using partial least squares regression and artificial neural networks.
by: Ahmad, Arshad, et al.
Published: (2003)

Artificial neural networks application in combined carbon dioxide reforming and partial oxidation of methane
by: Isha, Ruzinah
Published: (2005)

Diversity of Feature Selection Approaches Combined with Back-Propagation Neural Network in Credit Scoring
by: Li, F., et al.
Published: (2010)

Robust combined feedback/feedforward control for fractional FOPDT systems
by: Padula, Fabrizio, et al.
Published: (2016)

Design of combined robust controller for a pneumatic servo actuator system with uncertainty
by: Mohd Noor, Samsul Bahari, et al.
Published: (2011)

Comparison of 3S multi-thresolding with fuzzy c-means method
by: Mortazavi, Daryoush, et al.
Published: (2009)

Real-time robust liver and gallbladder segmentation during laparoscopic cholecystectomy using convolutional neural networks: an analysis
by: Ghobadi, Vahideh, et al.
Published: (2024)

Slope stability prediction of road embankment using artificial neural network combined with genetic algorithm
by: Rufaizal Che Mamat,, et al.
Published: (2022)

Load forecasting using combination model of multiple linear regression with neural network for Malaysian city
by: Nur Arina Bazilah Kamisan,, et al.
Published: (2018)

A committee machine approach to multiple response optimization
by: Golestaneh, Seyed Jafar, et al.
Published: (2011)

Development and Applications of Artificial Neural Network for Prediction of Ultimate Bearing Capacity of Soil and Compressive Strength of Concrete
by: Seyed Hakim, Seyed Jamalaldin
Published: (2006)

Review of brain MRI image segmentation methods
by: Balafar, Mohammad Ali, et al.
Published: (2010)

Fuzzy Neural Networks Controller for a Chaotic Nonlinear Gyro Using Sliding-Mode Surfaces
by: Seyed Alireza, Mohseni, et al.
Published: (2008)